Application of machine learning and deep learning models in prostate cancer diagnosis using medical images: A systematic review
Introduction: Prostate cancer (PCa) is one of the deadliest and most common causes of
malignancy and death in men worldwide, with a higher prevalence and mortality in …
malignancy and death in men worldwide, with a higher prevalence and mortality in …
Histopathological image synthesis with generative adversarial networks for nuclei segmentation
Generative adversarial network (GAN) has become a very popular and powerful tool in the
field of medical images for generating synthetic images (mimic the images) of the original …
field of medical images for generating synthetic images (mimic the images) of the original …
Automatic tumor identification from scans of histopathological tissues
M Kundrotas, E Mažonienė, D Šešok - Applied Sciences, 2023 - mdpi.com
Latest progress in development of artificial intelligence (AI), especially machine learning
(ML), allows to develop automated technologies that can eliminate or at least reduce human …
(ML), allows to develop automated technologies that can eliminate or at least reduce human …
Prognostic Analysis Combining Histopathological Features and Clinical Information to Predict Colorectal Cancer Survival from Whole-Slide Images
Background Colorectal cancer (CRC) is a malignant tumor within the digestive tract with
both a high incidence rate and mortality. Early detection and intervention could improve …
both a high incidence rate and mortality. Early detection and intervention could improve …
Weakly-supervised deep learning model for prostate cancer diagnosis and gleason grading of histopathology images
Prostate cancer is the most common cancer in men worldwide and the second leading
cause of cancer death in the United States. One of the prognostic features in prostate cancer …
cause of cancer death in the United States. One of the prognostic features in prostate cancer …
Prostate cancer classification based on histopathological images
NM Loorutu, H Yazid, KS Ab Rahman - International Journal on …, 2023 - mmupress.com
Prostate cancer is a significant health concern, ranking as the third most common cancer in
Malaysian men, with increasing incidence in Asia. The importance of automating the …
Malaysian men, with increasing incidence in Asia. The importance of automating the …
Prognostic analysis based on multi-features calculation and clinical information fusion of colorectal cancer whole slide pathological image
Background: Colorectal cancer (CRC) is a malignant tumor within digestive tract with both
high incidence rate and and mortality. Early detection and intervention could improve patient …
high incidence rate and and mortality. Early detection and intervention could improve patient …